AI Visibility Scorecard
Cedric Mitchell Design
cedricmitchelldesign.com · Media & Entertainment
Somewhat visible. AI bots can read Cedric Mitchell Design, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Apple Intelligence · Claude · Meta AI
#125,732 of 1,966,161 in Media & Entertainment for AI visibility
6
AEO Visibility
iVisible · 6/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
About Cedric Mitchell Design
from our crawl and measurement
Cedric Mitchell Design describes itself simply: "Handcrafted glassware by Cedric Mitchell, bold, wobbly, and unique. Featured in The New York Times T Magazine (Sept 2025). Shop collectible design." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 2 times in our tracking, including Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6/10, Cedric Mitchell Design has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Cedric Mitchell Design
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Cedric Mitchell Design lists 27 products, 4 in stock, priced 50.00 to 9,500.00.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cedricmitchelldesign
Cite this score: Engagemii (2026). "AEO Score for Cedric Mitchell Design." Retrieved from https://engagemii.com/aeo/brands/cedricmitchelldesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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